ml.js

Machine learning and numerical analysis tools in JavaScript for Node.js and the Browser

Pinned Repositories

distance
Distance functions to compare vectors
Language:TypeScript73 15 64
feedforward-neural-networks
A implementation of feedforward neural networks based on wildml implementation
Language:JavaScript28 13 74
kmeans
K-Means clustering
Language:TypeScript95 14 1213
knn
A k-nearest neighboor classifier algorithm.
Language:JavaScript143 11 922
levenberg-marquardt
Curve fitting method in JavaScript
Language:TypeScript74 17 3317
libsvm
LIBSVM for the browser and nodejs :fire:
Language:JavaScript86 6 2513
matrix
Matrix manipulation and computation library
Language:JavaScript377 15 8156
ml
Machine learning tools in JavaScript
Language:JavaScript2.7k 84 89211
pca
Principal component analysis
Language:TypeScript100 17 2623
random-forest
Random forest for classification and regression.
Language:JavaScript63 9 2122

ml.js's Repositories

mljs/random-forest
Random forest for classification and regression.
Language:JavaScript63 9 2122
mljs/hclust
Hierarchical clustering in JavaScript
Language:JavaScript58 13 66
mljs/naive-bayes
Naive bayes classifier.
Language:JavaScript48 14 714
mljs/savitzky-golay
Savitzky–Golay filter
Language:TypeScript40 13 141
mljs/feedforward-neural-networks
A implementation of feedforward neural networks based on wildml implementation
Language:JavaScript28 13 74
mljs/decision-tree-cart
Decision trees using CART implementation
Language:JavaScript23 14 620
mljs/logistic-regression
Language:JavaScript18 6 77
mljs/cross-validation
Utility library to make cross validation with supervised classifiers
Language:JavaScript8 5 44
mljs/fft
Language:JavaScript7 14 42
mljs/matrix-convolution
Matrix convolution.
Language:JavaScript6 9 12
mljs/anova
Analysis of variance
Language:TypeScript5 4 11
mljs/combinations
Generate all possible unordered samples of size m, without replacement, from a set of n objects
Language:JavaScript4 6 01
mljs/dataset-iris
Iris flower data set
Language:TypeScript4 6 01
mljs/regression-robust-polynomial
Robust polynomial regression using LMedS
Language:TypeScript4 12 22
mljs/performance
Language:JavaScript3 4 01
mljs/generate-dataset
Generate synthetic datasets for testing
Language:JavaScript2 6 41
mljs/isolation-forest
Language:JavaScript2 3 0
mljs/pad-array
Array padding
Language:JavaScript2 12 5
mljs/hash-table
Open addressing hash table with double hashing
Language:JavaScript1 6 1
mljs/kernel
A factory for kernel functions
Language:JavaScript1 4 12
mljs/kernel-sigmoid
Sigmoid (hyperbolic tangent) kernel
Language:JavaScript1 4 0
mljs/simulated-annealing
Language:JavaScript1 10 0
mljs/histogram-stats
Language:JavaScript0 5 12
mljs/simple-clustering
Extracts the isolated sub-blocs of a binary matrix
Language:JavaScript0 8 62
mljs/fft.js
The fastest JS Radix-4/Radix-2 FFT implementation
Language:JavaScript
mljs/kernel-gaussian
The gaussian (radial basis function) kernel
Language:JavaScript5 0
mljs/kernel-polynomial
The polynomial kernel
Language:JavaScript4 0
mljs/nearest-vector
Find the nearest point to a sample point
Language:TypeScript5 2
mljs/umap
Language:JavaScript9 11
mljs/zones
Utilities to deal with zones, array of object (from, to}
Language:JavaScript5 1